Graph Based Multimedia Analysis free ebook download.

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Graph Based Multimedia Analysis free ebook download

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Catalogue

Author(s):	Ananda S Chowdhury, Abhimanyu Sahu

Date:	2024	Format:	epub	Language:	English	ISBN/ASIN:	0443214956
Pages:	366	OCR:		Quality:		ISBN13:
Uploader:	rubybook	Upload Date:	8/12/2024 7:22:32 AM

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0443214956 epub
Graph Based Multimedia Analysis applies concepts from graph theory to the problems of analyzing overabundant video data. Video data can be quite diverse: exocentric (captured by a standard camera) or egocentric (captured by a wearable device like Google Glass)  of various durations (ranging from a few seconds to several hours)  and could be from a single source or multiple sources. Efficient extraction of important information from such a large class of diverse video data can be overwhelming. The book, with its rich repertoire of theoretically elegant solutions, from graph theory in conjunction with deep learning, constrained optimization, and game theory, empowers the audience to achieve tasks like obtaining concise yet useful summaries and precisely recognizing single as well as multiple actions in a computationally efficient manner. The book provides a unique treatise on topics like egocentric video analysis and scalable video processing.Addresses a number of challenging state-of-the-art problems in multimedia analysis like summarization, co-summarization, and action recognitionAddresses a number of challenging state-of-the-art problems in multimedia analysis like summarization, co-summarization, and action recognitionHandles a wide class of video with different genres, durations, and numbersHandles a wide class of video with different genres, durations, and numbersApplies a class of theoretically rich algorithms from the discipline of graph theory, in conjunction with deep learning, constrained optimization and game theoryApplies a class of theoretically rich algorithms from the discipline of graph theory, in conjunction with deep learning, constrained optimization and game theoryIncludes thorough complexity analyses of the proposed solutions, and an appendix containing implementable source codesIncludes thorough complexity analyses of the proposed solutions, and an appendix containing implementable source codes

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3268784	Download	https://nitroflare.com/view/DDA35957BD38...		72.00	rubybook

Tags: Analysis Based Graph Multimedia

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